Listen to As Time Goes By online. As Time Goes By is an English language song and is sung by Jimmy Durante. As Time Goes By, from the album Top Gun/ Footloose/ Sleepless In Seattle (3 Pak Cube), was released in the year 2002. The duration of the song is 2:27. Download English songs online from JioSaavn.